--- title: "FATE vs JeecgBoot" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/federatedai-fate-vs-jeecgboot-jeecgboot" tools: ["federatedai-fate", "jeecgboot-jeecgboot"] --- # FATE vs JeecgBoot *GraphCanon updated Jul 11, 2026* ## Verdict Pick FATE when fATE is primarily Python; JeecgBoot is Java; pick JeecgBoot when jeecgBoot is primarily Java; FATE is Python. [FATE](https://github.com/FederatedAI/FATE) reports 6.1k GitHub stars, 1.6k forks, and 21 open issues, last pushed Nov 19, 2024. [JeecgBoot](https://jeecg.com) has 47k stars, 16k forks, and 50 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [FATE's repository](https://github.com/FederatedAI/FATE) and [JeecgBoot's repository](https://github.com/jeecgboot/JeecgBoot). | | [FATE](/tools/federatedai-fate.md) | [JeecgBoot](/tools/jeecgboot-jeecgboot.md) | | --- | --- | --- | | Tagline | An Industrial Grade Federated Learning Framework | AI低代码平台，实现快速生成前后端系统及模块 | | Stars | 6,084 | 47,011 | | Forks | 1,569 | 16,086 | | Open issues | 21 | 50 | | Language | Python | Java | | Adopt for | - | JeecgBoot 是一个基于 Java 的低代码开发平台，特别适用于需要快速生成前后端系统的场景。 | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | Model Training, Inference & Serving, Computer Vision | Model Training, Inference & Serving, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [FATE](/tools/federatedai-fate.md) | [JeecgBoot](/tools/jeecgboot-jeecgboot.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 599d | 0d | | Open issues (now) | 21 | 50 | | Security scan | No lockfile | No MCP manifest | | Full report | [trust report](/tools/federatedai-fate/trust.md) | [trust report](/tools/jeecgboot-jeecgboot/trust.md) | ## Decision facts: JeecgBoot - **Adopt for:** JeecgBoot 是一个基于 Java 的低代码开发平台，特别适用于需要快速生成前后端系统的场景。 ## Choose when ### Choose FATE if… - FATE is primarily Python; JeecgBoot is Java. - Tags unique to FATE: fate, algorithm, machine-learning, python. - Also covers Computer Vision. ### Choose JeecgBoot if… - JeecgBoot is primarily Java; FATE is Python. - Tags unique to JeecgBoot: codegenerator, mybatis plus, ai skills, spring boot. - Also covers Developer Tools. - JeecgBoot ships Docker support for self-hosted deployment. - - 当项目涉及大量的重复工作时，如Java项目的表单设计和报表生成，可以显著提高效率。 ## When NOT to use FATE - Last GitHub push was 600 days ago (dormant maintenance, Nov 19, 2024). Validate activity before betting a new project on FATE. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## When NOT to use JeecgBoot - - 如果项目需要高度定制化的设计与开发，尤其是涉及复杂业务逻辑时，JeecgBoot可能无法完全满足需求。 - - 对于对Java和技术栈如Spring Boot, MyBatis Plus有特定限制或偏好其他技术栈的团队来说，JeecgBoot不适合采用。 ## Common questions ### What is the difference between FATE and JeecgBoot? FATE: An Industrial Grade Federated Learning Framework. JeecgBoot: AI低代码平台，实现快速生成前后端系统及模块. See the comparison table for live GitHub stats and shared categories. ### When should I choose FATE over JeecgBoot? Choose FATE over JeecgBoot when FATE is primarily Python; JeecgBoot is Java; Tags unique to FATE: fate, algorithm, machine-learning, python; Also covers Computer Vision. ### When should I choose JeecgBoot over FATE? Choose JeecgBoot over FATE when JeecgBoot is primarily Java; FATE is Python; Tags unique to JeecgBoot: codegenerator, mybatis plus, ai skills, spring boot; Also covers Developer Tools; JeecgBoot ships Docker support for self-hosted deployment; - 当项目涉及大量的重复工作时，如Java项目的表单设计和报表生成，可以显著提高效率。. ### When should I avoid FATE? Last GitHub push was 600 days ago (dormant maintenance, Nov 19, 2024). Validate activity before betting a new project on FATE. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### When should I avoid JeecgBoot? - 如果项目需要高度定制化的设计与开发，尤其是涉及复杂业务逻辑时，JeecgBoot可能无法完全满足需求。 - 对于对Java和技术栈如Spring Boot, MyBatis Plus有特定限制或偏好其他技术栈的团队来说，JeecgBoot不适合采用。 ### Is FATE or JeecgBoot more popular on GitHub? JeecgBoot has more GitHub stars (47,011 vs 6,084). Stars measure visibility, not whether either tool fits your constraints. ### Are FATE and JeecgBoot open source? Yes - both are open-source projects on GitHub (FATE: Apache-2.0, JeecgBoot: Apache-2.0). ### Where can I find alternatives to FATE or JeecgBoot? GraphCanon lists graph-backed alternatives at [FATE alternatives](/tools/federatedai-fate/alternatives) and [JeecgBoot alternatives](/tools/jeecgboot-jeecgboot/alternatives) ([FATE markdown twin](/tools/federatedai-fate/alternatives.md), [JeecgBoot markdown twin](/tools/jeecgboot-jeecgboot/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/federatedai-fate-vs-jeecgboot-jeecgboot.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, FATE or JeecgBoot? FATE: Dormant. JeecgBoot: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for FATE and JeecgBoot? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [FATE trust report](/tools/federatedai-fate/trust); [JeecgBoot trust report](/tools/jeecgboot-jeecgboot/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=federatedai-fate`](/api/graphcanon/graph?tool=federatedai-fate) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_